====== Perplexity statistics ====== Mean PPL(Q) : 9.156208 ± 0.059074 Mean PPL(base) : 7.534124 ± 0.048206 Cor(ln(PPL(Q)), ln(PPL(base))): 96.88% Mean ln(PPL(Q)/PPL(base)) : 0.194990 ± 0.001607 Mean PPL(Q)/PPL(base) : 1.215298 ± 0.001953 Mean PPL(Q)-PPL(base) : 1.622084 ± 0.017205 ====== KL divergence statistics ====== Mean KLD: 0.176807 ± 0.000516 Maximum KLD: 7.850962 99.9% KLD: 2.159336 99.0% KLD: 0.866296 99.0% KLD: 0.866296 Median KLD: 0.144583 10.0% KLD: 0.010968 5.0% KLD: 0.003578 1.0% KLD: 0.000530 Minimum KLD: 0.000004 ====== Token probability statistics ====== Mean Δp: -4.620 ± 0.031 % Maximum Δp: 81.902% 99.9% Δp: 38.750% 99.0% Δp: 22.129% 95.0% Δp: 9.587% 90.0% Δp: 4.291% 75.0% Δp: 0.093% Median Δp: -1.101% 25.0% Δp: -8.157% 10.0% Δp: -19.324% 5.0% Δp: -27.170% 1.0% Δp: -44.631% 0.1% Δp: -74.280% Minimum Δp: -96.184% RMS Δp : 12.577 ± 0.047 % Same top p: 77.814 ± 0.110 %